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Research article

First published 2025-5

State of health estimation for the lithium-ion batteries based on CNN-MLP network

Yu Liao, Xianchao Ma, Li Guo [...]

Transactions of the Institute of Measurement and Control

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Research article

First published 2025-10

State of health estimation for lithium-ion batteries with Bayesian optimized Gaussian process regression

Li-hua Ye, Zhou He, Cheng-long Ke [...]

Proceedings of the Institution of Mechanical Engineers,Part D: Journal of Automobile Engineering

Open access

Research article

First published 2021-3

A rapid neural network–based state of health estimation scheme for screening of end of life electric vehicle batteries

Alireza Rastegarpanah, Jamie Hathaway, Mohamed Ahmeid [...]

Proceedings of the Institution of Mechanical Engineers,Part I: Journal of Systems and Control Engineering

Open access

Research article

First published 2020-5

State of health prediction of medical lithium batteries based on multi-scale decomposition and deep learning

Chang Chun Liu, Tao Wu, Cheng He

Advances in Mechanical Engineering

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Research article

First published 2024-3

State of health confidence estimation for lithium-ion battery based on probabilistic ensemble learning

Rui Wang, Chunyue Song, Sikai Chen [...]

Transactions of the Institute of Measurement and Control

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Research article

First published 2023-4

Reliable state of health condition monitoring of Li-ion batteries based on incremental support vector regression with parameters optimization

Jaouher Ben Ali, Chaima Azizi, Lotfi Saidi [...]

Proceedings of the Institution of Mechanical Engineers,Part I: Journal of Systems and Control Engineering

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Research article

First published 2021

State of health prediction based on multi-kernel relevance vector machine and whale optimization algorithm for lithium-ion battery

Shuai Wang, Xiaochen Zhang, Wengxiang Chen [...]

Transactions of the Institute of Measurement and Control

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Research article

First published 2025-2

Robust estimation of lithium-ion battery state of health based on electro-thermal features and machine learning

Kui Chen, Yang Luo, Zhou Long [...]

Proceedings of the Institution of Mechanical Engineers,Part A: Journal of Power and Energy

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Research article

First published 2025

Prognostics of lithium-ion batteries health state: An ensemble method of one-dimensional convolutional neural network and Informer model

Li Guo, Hongwei He, Chenyi Shi [...]

Proceedings of the Institution of Mechanical Engineers,Part I: Journal of Systems and Control Engineering

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Research article

First published 2021-06-21

State of health estimation and remaining useful life prediction for lithium-ion batteries using FBELNN and RCMNN

Qiongbin Lin, Zhifan Xu, Chih-Min Lin

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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